ZygoteRules

JuliaHub·Source·Documentation

Last updated: Aug 25, 2026

Cumulative

Downloads last 30 days: 74,050
Downloads last week: 28,017
Downloads last day: 4,817
Downloads last 30 days: 74,050
Downloads last week: 28,017
Downloads last day: 4,817

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

4 packages (2 direct, 2 transitive)

Package	Depth ↑	Downloads ↓
MacroTools	Direct	292,773
ChainRulesCore	Direct	181,096
Compat	Depth 2	374,012
TOML	Depth 3	7,161

Dependents

100 packages (15 direct, 85 transitive) · 96,634 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Zygote	Direct	51,553
DistributionsAD	Direct	8,060
DiffEqSensitivity	Direct	1,851
DiffEqGPU	Direct	426
Quadrature	Direct	365
BAT	Direct	191
SciMLExpectations	Direct	130
ScatterNNlib	Direct	87
SliceMap	Direct	67
AbstractNeuralNetworks	Direct	67
Torch	Direct	12
BliContractor	Direct	0
SpectralDistances	Direct	0
ArrayAllez	Direct	0
NamedPlus	Direct	0
Flux	Depth 2	22,427
SciMLSensitivity	Depth 2	5,033
NeuralPDE	Depth 2	720
LuxTestUtils	Depth 2	520
NonconvexCore	Depth 2	487
Surrogates	Depth 2	450
PEPSKit	Depth 2	436
NonconvexUtils	Depth 2	423
NonconvexMMA	Depth 2	403
TNRKit	Depth 2	381
NonconvexIpopt	Depth 2	343
ReinforcementLearningZoo	Depth 2	233
Transformers	Depth 2	231
FluxTraining	Depth 2	217
LaplaceRedux	Depth 2	187
BetaML	Depth 2	160
Sleipnir	Depth 2	101
CounterfactualExplanations	Depth 2	83
EasyModelAnalysis	Depth 2	66
ACEpotentials	Depth 2	62
JointEnergyModels	Depth 2	54
FluxOptTools	Depth 2	49
Kinbiont	Depth 2	42
TopOpt	Depth 2	32
Octofitter	Depth 2	31
SymbolicNeuralNetworks	Depth 2	30
Solaris	Depth 2	30
MCPhylo	Depth 2	26
AugmentedGaussianProcesses	Depth 2	25
QuadratureCubature	Depth 2	25
SeaPearl	Depth 2	23
NonconvexNLopt	Depth 2	23
GeometricMachineLearning	Depth 2	21
ConditionalDists	Depth 2	21
Tsunami	Depth 2	18
GridapTopOpt	Depth 2	18
QuanEstimationBase	Depth 2	17
DifferentiableBackwardEuler	Depth 2	15
StochasticGene	Depth 2	15
DeconvOptim	Depth 2	14
RayTracer	Depth 2	14
FastVision	Depth 2	13
NeuralNetDiffEq	Depth 2	13
TwoBody	Depth 2	12
GraphNetCore	Depth 2	12
TextModels	Depth 2	12
MacroEnergyTimeReduction	Depth 2	11
DPFEHM	Depth 2	11
DeepCompartmentModels	Depth 2	11
ParallelParticleSwarms	Depth 2	11
QuadratureCuba	Depth 2	11
ArrayPadding	Depth 2	11
WaveOpticsPropagation	Depth 2	11
Omega	Depth 2	10
Jello	Depth 2	10
MagNav	Depth 2	10
GPFlux	Depth 2	9
QuantumNLDiffEq	Depth 2	8
StochasticAD	Depth 2	8
NonconvexJuniper	Depth 2	8
EasyHybrid	Depth 2	7
Crux	Depth 2	7
FinancialMonteCarlo	Depth 2	7
NonlinearIntegrators	Depth 2	7
RelevancePropagation	Depth 2	6
HighDimPDE	Depth 2	6
AutomationLabsIdentification	Depth 2	5
Flux3D	Depth 2	5
GenerativeModels	Depth 2	5
RobustNeuralNetworks	Depth 2	5
TransportBasedInference	Depth 2	5
Nerf	Depth 2	5
HorseML	Depth 2	5
AstroNbodySim	Depth 2	4
LearningHorse	Depth 2	4
DiffFusion	Depth 2	4
AutoComputationalGraphTuning	Depth 2	4
MotifInference	Depth 2	4
SignalTemporalLogic	Depth 2	4
GaussianSplatting	Depth 2	3
AutoEncoderToolkit	Depth 2	3
GraphNetSim	Depth 2	3
TuringBenchmarking	Depth 2	3
MixedComplementarityProblems	Depth 2	3
DataDrivenLux	Depth 2	3